From d49335ced5b2913bd60118022662dd17e3a9fe95 Mon Sep 17 00:00:00 2001
From: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
Date: Mon, 9 Feb 2026 12:27:57 +0530
Subject: [PATCH] Update python.md

---
 docs/en/samples/pre_post_processing/python.md | 1 -
 1 file changed, 1 deletion(-)

diff --git a/docs/en/samples/pre_post_processing/python.md b/docs/en/samples/pre_post_processing/python.md
index 00316a5ea4..1c4311f487 100644
--- a/docs/en/samples/pre_post_processing/python.md
+++ b/docs/en/samples/pre_post_processing/python.md
@@ -25,7 +25,6 @@ The following example demonstrates how to use `ToolboxClient` with LangChain's m
 {{< include "python/langchain/agent.py" >}}
 ```
 
-For more information, see the [LangChain Middleware documentation](https://docs.langchain.com/oss/python/langchain/middleware/custom#wrap-style-hooks).
 You can also add model-level (`wrap_model`) and agent-level (`before_agent`, `after_agent`) hooks to intercept messages at different stages of the execution loop. See the [LangChain Middleware documentation](https://docs.langchain.com/oss/python/langchain/middleware/custom#wrap-style-hooks) for details on these additional hook types.
 {{% /tab %}}
 {{< /tabpane >}}